000 02646nam a22004695i 4500
001 978-3-658-14075-5
003 DE-He213
005 20200421111850.0
007 cr nn 008mamaa
008 160726s2016 gw | s |||| 0|eng d
020 _a9783658140755
_9978-3-658-14075-5
024 7 _a10.1007/978-3-658-14075-5
_2doi
050 4 _aQA76.9.D343
072 7 _aUNF
_2bicssc
072 7 _aUYQE
_2bicssc
072 7 _aCOM021030
_2bisacsh
082 0 4 _a006.312
_223
100 1 _aRunkler, Thomas A.
_eauthor.
245 1 0 _aData Analytics
_h[electronic resource] :
_bModels and Algorithms for Intelligent Data Analysis /
_cby Thomas A. Runkler.
250 _a2nd ed. 2016.
264 1 _aWiesbaden :
_bSpringer Fachmedien Wiesbaden :
_bImprint: Springer Vieweg,
_c2016.
300 _aXII, 150 p. 66 illus.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
505 0 _aData Analytics -- Data and Relations -- Data Preprocessing -- Data Visualization -- Correlation -- Regression -- Forecasting -- Classification -- Clustering.
520 _aThis book is a comprehensive introduction to the methods and algorithms of modern data analytics. It provides a sound mathematical basis, discusses advantages and drawbacks of different approaches, and enables the reader to design and implement data analytics solutions for real-world applications. This book has been used for more than ten years in the Data Mining course at the Technical University of Munich. Much of the content is based on the results of industrial research and development projects at Siemens. Content • Data Analytics • Data and Relations • Data Preprocessing • Data Visualization • Correlation • Regression • Forecasting • Classification • Clustering Target Groups Students of computer science, mathematics and engineering Data analytics practitioners The Author Thomas A. Runkler is Principal Research Scientist at Siemens Corporate Technology and Professor for Computer Science at the Technical University of Munich.
650 0 _aComputer science.
650 0 _aData structures (Computer science).
650 0 _aData mining.
650 1 4 _aComputer Science.
650 2 4 _aData Mining and Knowledge Discovery.
650 2 4 _aData Structures.
710 2 _aSpringerLink (Online service)
773 0 _tSpringer eBooks
776 0 8 _iPrinted edition:
_z9783658140748
856 4 0 _uhttp://dx.doi.org/10.1007/978-3-658-14075-5
912 _aZDB-2-SCS
942 _cEBK
999 _c56072
_d56072